Houston expert breaks down how B2B companies should leverage data for growth

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How you can use your data to improve your marketing efforts. Photo via Getty Images

When focusing on revenue growth in business to business companies, analyzing data to develop and optimize strategies is one of the biggest factors in sales and marketing success. However, the process of evaluating B2B data differs significantly from that of B2C, or business to consumer. B2C analysis is often straightforward, focusing on consumer behavior and e-commerce transactions.

Unlike B2C, where customers can make a quick purchase decision with a simple click, the B2B customer journey involves multiple touchpoints and extensive research. B2B buyers will most likely discover a company through an ad or a referral, then navigate through websites, interact with salespeople, and explore different resources before finally making a purchasing decision, often with a committee giving input.

Because a B2B customer journey through the sales pipeline is more indirect, these businesses need to take a more nuanced approach to acquiring and making sense of data.

The expectations of B2B vs. B2C

It can be tempting to use the same methods of analysis between B2C and B2B data. However, B2B decision-making requires more consideration. Decisions involving enterprise software or other significant business products or services investments are very different from a typical consumer purchase.

B2C marketing emphasizes metrics like conversion rates, click-through rates, and immediate sales. In contrast, B2B marketing success also includes metrics like lead quality, customer lifetime value, and ROI. Understanding the differences helps prevent unrealistic expectations and misinterpretations of data.

Data differences with B2B

While B2C data analysis often revolves around website analytics and foot traffic in brick and mortar stores, B2B data analysis involves multiple sources. Referrals play a vital role in B2B, as buyers often seek recommendations from industry peers or companies similar to theirs.

Data segmentation in B2B focuses more on job title and job function rather than demographic data. Targeting different audiences within the same company based on their roles — and highlighting specific aspects of products or services that resonate with those different decision-makers — can significantly impact a purchase decision.

The B2B sales cycle is longer because purchases typically involve the input of a salesperson to help buyers with education and comparison. This allows for teams to implement account-based marketing and provides for more engagement which increases the chances of moving prospects down the sales funnel.

Enhancing data capture in B2B analysis

Many middle-market companies rely heavily on individual knowledge and experience rather than formal data management systems. As the sales and marketing landscape has evolved to be more digital, so must business. Sales professionals can leave and a company must retain the knowledge of the buyers and potential buyers. CRM systems not only collect data, they also provide the history of customer relationships.

Businesses need to capture data at all the various touchpoints, including lead generation, prospect qualification, customer interactions, and order fulfillment. Regular analysis will help with accuracy. The key is to derive actionable insights from the data.

B2B data integration challenges

Integrating various data sources in B2B data analysis used to be much more difficult. With the advent of business intelligence software such as Tableau and Power BI, data analysis is much more accessible with a less significant investment. Businesses do need access to resources to effectively use the tools.

CRM and ERP systems store a wealth of data, including contact details, interactions, and purchase history. Marketing automation platforms capture additional information from website forms, social media, and email campaigns. Because of these multiple sources, connecting data points and cleansing the data is a necessary step in the process.

When analyzing B2B data for account based marketing (ABM) purposes, there are some unique considerations to keep in mind. Industries like healthcare and financial services, for instance, have specific regulations that dictate how a business can use customer data.

Leveraging B2B data analysis for growth

B2B data analysis is the foundation for any sales and marketing strategy. Collecting and using data from multiple sources allows revenue teams to uncover gaps, trends, and opportunities for continued growth.

Acknowledging what’s different about B2B data and tracking all of the customer journey touchpoints is important as a business identifies a target market, develops an ideal customer profile, and monitors their competitors. Insights from data also single out gaps in the sales pipeline, use predictive analytics for demand forecasting, and optimize pricing strategies.

This comprehensive approach gives B2B companies the tools they need to make informed decisions, accelerate their sales and marketing efforts, and achieve long-term growth in a competitive market.

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Libby Covington is a Partner with Craig Group, a technology-enabled sales and marketing advisory firm specializing in revenue growth for middle-market, private-equity-backed portfolio companies.

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A Houston startup is bringing all the dogs to the yard. Photo courtesy of Fido

New Houston-based specialty pet supply company aims to pamper your pooch

good dog

Considering that Americans will reportedly spend $109.6 billion on pets this year, according to new data, it really pays to be discerning when buying. Now, Houston dog owners can stay local when shopping for their fur babies.

Houstonians Brad Madrid and Bobby Dwyer have launched Fido, a new e-commerce pet wellness brand. Available all over Houston, Texas, and indeed, the nation,

Fido products will initially start with Chill Chews and Clear Ears, both of which are scientifically formulated and aim to provide relief and comfort, per a press release. Products are lab-tested and veterinarian-approved, per the company.

Anxious pups may benefit from Chill Chews, which make training, traveling, and everyday life smoother and are said to help pets relax. The Clear Ears, meanwhile, is composed of natural ingredients such as eucalyptus and aloe and is meant to keep pets’ ears clean and clear of any wax, debris, fungus, and bacteria.

“As a professional dog trainer and breeder, I’ve worked with hundreds of dogs which has allowed me to develop a deep understanding of how dogs think and function,” said Dwyer in a statement. “Through my profession, I’ve discovered a need for products to ensure canines’ health and wellness, and it’s our mission to provide great products to make good boys even better.”

Brad Madrid and Bobby Dwyer have launched Fido, a new e-commerce pet wellness brand. Photo courtesy of Fido

Madrid and Dwyer aren’t just business partners but also brothers-in-law. Bringing science to Fido, Madrid boasts a background in pharmaceuticals, while Dwyer brings canine know-how with his experience as a dog trainer.

Both hope to see their business grow by leaps and bounds. Products are available for purchase on the website and shipping is available nationwide. Plans for products to be sold in local pet stores, as with international shipping available in the future.

If current data is any indication, Madrid and Dwyer are in the right business. A survey of 2,000 dog and cat owners found that 52 percent of respondents said they spend more money on their pets than they do on themselves each year, per GoBankingRates.

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This article originally ran on CultureMap.

Here's the latest news from Cart.com. Photo via cart.com

Houston e-commerce startup makes C-suite appointment and acquisition

growth mode

In the past week, Houston-based Cart.com has made some big moves on its tech startup journey — including another strategic acquisition and new hire.

The end-to-end e-commerce-as-a-service provider, which recently raised a $98 million series B round of funding, announced Tony Puccetti as the company's new chief delivery officer following the acquisition of 180Commerce, a leading online sales partner.

Puccetti, who joins Cart.com from digital consultancy Blue Acorn, will manage all client deliverables for the company. Puccetti also previously served as general manager and senior vice president over e-commerce, strategym sales, and more at Onestop Internet.

"I've spent my career championing fast-growing brands in the retail space, so I recognized instantly that Cart.com's ability to deliver seamless end-to-end e-commerce support and services was a true gamechanger," Puccetti says in a news release. "I'm thrilled to be joining the team, and I'm looking forward to helping deliver the services and technologies that brands need to grow their business and realize their full potential in today's omnichannel world.

Cart.com hired Tony Puccetti as the company's new chief delivery officer. Photo via LinkedIn

Omair Tariq, Cart.com CEO, says Puccetti has the talent and experience the company's clients need.

"Cart.com has built a reputation for making big, bold promises — then delivering on them, and exceeding our customers' expectations as they scale their e-commerce brands," continues Tariq in the release. "We're delighted to be welcoming Tony to the Cart.com family, and we're looking forward to working with him to transform the tech-enabled commerce space for merchants of all sizes."

The news of Puccetti's appointment follows news of California-based 180Commerce's acquisition by Cart.com. The company was founded in 2016 following DSW's acquisition of Shoe Metro, the largest Amazon footwear reseller. According to the news release, leaders from Shoe Metro formed 180Commerce "to bring their expertise directly to brands through a tech-enabled agency service model." The company provides its clients with data-driven and tech-enabled retail strategies, tools, and resources.

"The 180Commerce value proposition has always focused on helping consumer brands grow long-term revenue and profitability by optimizing and streamlining their marketplace strategies. By joining with Cart.com, we're bringing that vision to a far wider audience while continuing to expand our offering to the brands we serve with the powerhouse of offerings Cart.com provides," says Jason Stuempfig, founder of 180Commerce. "We share Cart.com's vision for a no-hassle, fully integrated e-commerce ecosystem, and I'm delighted to be starting this new chapter in the 180Commerce story."

The acquisition means a merging of clients, services, and staff between the two companies. 180Commerce's full team will be onboarded to Cart.com under Stuempfig's leadership.

"We're thrilled to welcome the 180Commerce team into the Cart.com family as we continue to expand our offering of commerce everywhere," Tariq says in the release. "Jason turned 180Commerce into a success story by being relentlessly focused on delivering results for brands, while creating a powerful company culture in which everyone is valued. That's exactly the combination we look for at Cart.com — especially when it's paired with a commitment to using data and technology to streamline and optimize e-commerce and marketplace functions for fast-growing brands in every corner of the world."

This acquisition is the latest in a series for Cart.com. Previously, the company has acquired AmeriCommerce, Spacecraft Brands, DuMont Project, and Sauceda Industries.

"Acquisitions are central to Cart.com's growth strategy, and with the addition of 180Commerce we're underscoring our commitment to expanding into new areas and building out best-in-class capabilities across the full spectrum of e-commerce sales channels such as marketplaces," says Saheb Sabharwal, chief strategy officer at Cart.com, who leads all M&A activity, in the release. "We're looking forward to working with Jason and the 180Commerce team to drive new value for Cart.com's thousands of loyal users. We have a great process in place to integrate new companies into the Cart.com ecosystem, and we're actively seeking additional M&A opportunities as we augment our solutions for brands."

Remington Tonar, chief commercial officer and co-founder at Cart.com, also recently told InnovationMap of the company's plans on a recent episode of the Houston Innovators Podcast. Heading into the holidays, where potential new clients will be focusing on delivering on orders and sales, Tonar says Cart.com is expecting a busy 2022 in terms of growth. In a lot of ways, the COVID-19 pandemic played a major role in the development of e-commerce and, by extension, Cart.com.

"The pandemic has played a role in overall accelerating the growth of e-commerce as a category and an industry. That growth was going to happen anyways, but it made it more ubiquitous faster," Tonar says. "It's just commerce now. This is just how people purchase and consume things."

Stream the full podcast below.

New York City-based Vroom employs more than 900 people in the Houston area. Photo courtesy of Vroom

E-commerce company focused on car sales revs up for Houston expansion

vroom, vroom

Vroom, an e-commerce platform for buying and selling used vehicles, is driving up its presence in the Houston area.

The publicly traded company recently established a "last-mile hub" in Stafford where Vroom workers will inspect, detail, and place temporary tags on all cars being delivered or picked up in Texas. The hub is expected to serve nearly 7.1 million motorists in more than 455 ZIP codes within a 75-mile radius.

New York City-based Vroom employs more than 900 people in the Houston area. Aside from the new hub, local employees work at the company's reconditioning center, executive offices, and Texas Direct Auto and Sell Us Your Car locations. The hub is housed within Vroom's 293,000-square-foot reconditioning center. The reconditioning center alone employs almost 400 people.

Leaders of the new hub include Mary Kay Wegner, Vroom's chief logistics officer, and John Piatak, vice president of transportation.

"As Vroom's business continues to grow, we're committed to investing in the Houston area, from expanding our physical footprint, to hiring more local workers, to offering new services for our valued customers," Wegner says in a news release.

In the Houston area, the number of vehicles purchased from Vroom surged 144.6 percent from the first half of 2020 to the first half of 2021, the company says. The number of vehicles sold to Vroom in the Houston area soared 624.4 percent during the same period.

In fiscal 2020, Vroom sold 34,488 cars, up 82 percent from the same period a year earlier. Last year, the company posted revenue of nearly $915.5 billion, up almost 56 percent from the previous year.

"As the used vehicle market continues to embrace the e-commerce model, we will continue to execute our plan and invest in scaling our business and improving our customer experience as we transform the market for buying and selling used vehicles," Vroom CEO Paul Hennessy said in a March news release.

Vroom, founded in 2013, debuted as a public company in June 2020. As a private company, Vroom scooped up $1.3 billion in funding.

Last month, Vroom agreed to buy auto lender United Auto Credit for $300 million. Newport Beach, California-based United Auto Credit specializes in auto loans for buyers with spotty credit records.

Houston-based Cart.com, which equips e-commerce businesses with a suite of software services, has raised $45 million in venture capital investment since its founding in September. Photo via cart.com

Houston-based e-commerce software startup and Amazon competitor raises $25M in its series A

Money moves

An end-to-end e-commerce services provider based in Houston has closed its series A round of financing led by a Houston venture capital group.

Cart.com announced the closing of its $25 million led by Houston-based Mercury Fund and Florida-based Arsenal Growth with contribution from Austin-based Moonshots Capital and Ohio-based Scarlet Venture Fund. The new round follows its $20 million Seed round led by Amsterdam-based Bearing Ventures.

The company was founded last September by two former entrepreneurs — Omair Tariq, former executive at Home Depot and COO of Blinds.com, serves as CEO and Jim Jacobsen, co-founder and former CEO of RTIC Outdoors, serves as executive chairman.

"We know the pain points brands face in the e-commerce value chain because we have experienced them firsthand. We built Cart.com to solve those problems and deliver unequaled value for brands from a single platform," Jacobsen says in a news release.

The duo wanted to create a suite of software solutions that allows brands to "grow their e-commerce capabilities with less friction than the fragmented plug-in and vendor intensive approach available today," according to the release.

"The current e-commerce offerings favor the service providers, not the brands," Tariq says in the release. "We are on a mission to flip that dynamic and put the sellers back in charge of their e-commerce journey and their customer relationships. Our team will continue to obsess over our brands' success, so they can obsess over their customers. This is what will create tremendous long term shareholder value and be the true measure of our success."

The e-commerce-as-a-service, or ECaaS, company will use the funds to grow to meet increasing customer demand and hire new team members. Per the release, Cart.com has an "aggressive growth strategy" and has already made five acquisitions to date, including storefront software platform AmeriCommerce, a storage supplies business with fulfillment services across the country, and two digital marketing agencies.

"Competition in the e-commerce market is reaching a precipice, and only those companies with the pedigree, vision, technology and the been-there-done-that perspective will be able to truly shift the surge away from market monopolies and provide power back to the brands themselves to the benefit of the businesses and their customers," says Blair Garrou, co-founder and managing director at Mercury. "Our financial commitment illustrates our confidence in the mission and strategy of Cart.com. The team assembled has incredible opportunity to be a true market leader and pioneer ECaaS in the e-commerce services space."

Houston-based GoExpedi is growing its presence in the Northeast with a new warehouse. Photo by Colt Melrose for GoExpedi

Houston e-commerce startup expands with new procurement center

Scaling up

A growing e-commerce tech company headquartered in Houston has a new industrial and energy MRO (maintenance, repair, and operations) warehouse in Pittsburgh, Pennsylvania.

The new procurement center will help GoExpedi meet the increasing demand the company has been seeing in the Northeast.

"We're excited for our new Pittsburgh warehouse as the location was carefully selected to boost access for our upstream, midstream and downstream clients for vital operational products. Our expansion in the Northeast is a major milestone for our growing company and will serve as the starting point for our national push," says Tim Neal, CEO of GoExpedi, in a news release.

The new facility is GoExpedi's sixth warehouse since 2017 — previous locations were in Texas, Wyoming, and California. And, according to the release, the company has several more in the works.

"This is a monumental step in becoming the leading national supplier of efficient, reliable, and cost-effective MRO products for all industrial sectors," he continues. "We look forward to growing our presence, adding talent, and working with more energy customers in the months ahead."

Last fall, GoExpedi raised $25 million in its series C in order to grow and scale operations. The company has raised over $75 million in total investment, according to Crunchbase.

In a recent InnovationMap interview, Neal attributes the growth of GoExpedi to the tech-savvy and younger workforce that's growing in the industrial and energy scene. With more and more people adapting to the tech and convenience of ordering commercially on Amazon and other retailers, these people want that in their professional lives too, he says.

"The mission for us is to make procurement of these (MRO) goods simple and efficient," he says. "We wanted to take a tech-first approach, really make sure people getting these things, but then also track what they're spending to help them more effectively run their business."

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Rice student startup lands $1.85M to launch medical drone network

critical cargo

Students at Rice University have developed a medical cargo drone transport system to help deliver sensitive medical supplies and improve mobile healthcare efforts.

Haast Autonomous is the brainchild of graduating seniors Ege Halac, Jason Chen and Santiago Brent, who got their venture idea off the ground with help from the Liu Idea Lab for Innovation and Entrepreneurship (Lilie) Summer Venture Studio. The founders have developed the prototype at Rice’s Oshman Engineering Design Kitchen (OEDK) with fellow Rice researchers Felix Hasson, Ethan Javedan, Kenna Sanders and Caden Schmidt.

The startup has raised $1.85 million in pre-seed funding, according to Rice. The founders plan to focus on Haast full-time following graduation. They said they aim to launch pilot trials in 2027 and head to market later that year.

“We need better alternatives for a fast, safe and on-demand system of transport for life-critical cargo,” Halac said in a news release from Rice.

The Haast team has developed a custom aircraft with software that manages dispatch, routes, and chain of custody to assist in how materials move between sites in centralized medical systems. Generally, the transportation of medical supplies and materials between facilities and points of care relies on ground shipping or expensive air transport.

Haast Autonomous’ aircraft can take off and land vertically, and is designed around a mission profile of 50 to 62 miles. It can carry a payload of at least 5 pounds, with future versions intended to scale up in size. It also includes a built-in payload bay that regulates temperature, pressure, vibration and tilt to protect sensitive contents such as patient samples, antivenom or poisoning kits and radioligands or other therapies, according to Rice.

At first, the company envisioned the mission to be centered around transplants, but saw the product being best suited for a variety of operations.

“What we realized is that the platform we are building is suited for medicine, but it really underlies a much larger problem of mission-critical transport across industries,” Brent added in the news release. “We are building the fastest, most secure logistics chain for the world’s most sensitive cargo.”

Haast Autonomous was recognized at the 2026 Oshman Engineering Design Showcase and Competition, where it won Best Aerospace or Transportation Technology. It also performed well in the 2026 Napier Rice Launch Challenge.

In the future, Haast Autonomous plans to deploy a fleet of aircraft. The software will be designed to assist hospitals in requesting flights and tracking deliveries in real time.

“The drone is only part of the solution,” Chen also added in the release. “What matters is moving something from point A to point B in a way that fits into how hospitals already operate.”

Houston scientist wins prestigious Pew Scholar award for brain cancer research

standout scholar

Christina Tringides, an assistant professor of materials science and nanoengineering at Rice University, is one of 21 scientists to win a prestigious Pew Biomedical Scholar award.

She is the first faculty member from Rice to win the distinction, which provides $300,000 over four years for advances in biomedicine, according to the university. The awards are granted to researchers who are in the first few years at the assistant professor level.

In Tringides’ case, the funding will support her innovative new method of modeling glioblastoma, a common and extremely aggressive form of brain cancer. Thanks to producing its own blood supply, glioblastoma spreads quickly, weaving tendrils of blighted tissue throughout the brain. Because of this, surgery is difficult and conventional therapies ineffective.

Understanding the way glioblastoma spreads is crucial to the search for a cure. Tringides is using hydrogels that mimic the brain’s extracellular matrix. Using cultures and a microscopic labyrinth, her team can see how the cancer spreads, bonds with neurons and changes cell wall activity. Essentially, Tringides has devised an intelligence test for tumors in hopes of learning how to outsmart them.

“As cancer crawls through the maze, we can look at how it is interacting with the neurons more and more, and measure how electrical activity is changing as a result,” she said in a news release from Rice.

Examining how cancer cells grow can reveal which conditional changes slow them down. Finding ways to alter the structure of brain matter in a way that makes it inhospitable to the cancer could lead to therapies that would impede growth or even reverse it. Using her custom-made ersatz brain maze makes it easier to observe changes than it would be in a patient’s brain.

“Imaging synapses is time-intensive ⎯ it can involve large data files that are hard to visualize, but if we know that the only place where we might have a synapse is this tiny 1-by-4-by-10 micron channel, it makes it much faster and reliable to image them,” Tringides said.

Born in Ames, Iowa, Tringides received her doctorate in biophysics from Harvard before joining Rice in 2024 through a Cancer Prevention and Research Institute of Texas (CPRIT) recruitment award.

Her research was also one of the first four projects to receive research awards through the Rice Brain Institute and TMC Neuro Collaboration Seed Grant Program.

Texas residents earn 11th highest income in U.S., says 2026 study

Money Matters

A new WalletHub study comparing income disparities across America has ranked Texas residents No. 11 on the list of states with the highest earning residents in the nation.

The report, "States Where People Have the Highest Income (2026)," analyzed U.S. Census Bureau income data in all 50 states and the District of Columbia. The report evaluated the average annual income of the top five percent, the median annual household income, and the average annual income of the bottom 20 percent of residents in every state, all adjusted for the cost of living.

The report's data revealed the top five percent of Texans, the highest earners, make $520,378 on average yearly after adjusting for the cost of living. That's the seventh-highest income among the top five percent of earners nationwide.

Meanwhile, the median annual income of a Texas household is just under $76,000. The bottom 20 percent of Texas residents make $17,651 a year, the report found.

For additional context, the latest data from the Federal Reserve shows an American household's median yearly income is about $83,700. WalletHub analyst Chip Lupo also found that the highest earning 10 percent of individuals in the U.S. earn over 12 times more than those in the lowest-earning 10 percent, based on the latest Census data.

"By measuring the income of various percentiles against a state's median income, we can better identify where income disparities are more prevalent, which could help us better understand why residents of certain states struggle more to make ends meet," said Lupo.

Virginia is the state where residents earn the highest income in the U.S., WalletHub said. Based on the report's findings, the top five percent of Virginians make $545,097 on average per year after adjusting for the cost of living. The median annual income of a Virginia household comes out to $95,339, and the bottom 20 percent of residents make $19,671 annually on average.

Conversely, West Virginia is the state where people have the lowest income in the U.S. A West Virginia household makes a median annual income of $56,610, the third-lowest nationally, and the bottom 20 percent of residents make $13,260 on average per year, which is the fifth-lowest in the nation. The top five percent of West Virginians make $372,218 on average per year.

The top 10 states where residents have the highest income are:

  • No. 1 – Virginia
  • No. 2 – New York
  • No. 3 – New Jersey
  • No. 4 – Washington
  • No. 5 – Connecticut
  • No. 6 – Utah
  • No. 7 – Colorado
  • No. 8 – Minnesota
  • No. 9 – Illinois
  • No. 10 – Massachusetts

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This article originally appeared on CultureMap.com.

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